Peer review via cryptographically signed endorsement lists, scored by how often endorsers agree with you

nanjiang_cs · x · 2026-10-15

François Fleuret suggested that the future of peer review — if any — is every researcher maintaining a cryptographically signed list of papers and colleagues they endorse. Nanjiang replied: endorse (or evaluate) papers, not people. If A and B both evaluate the same paper, their (dis)agreement can update each other's score, so when you see a new paper you also see "endorsed by X, who has a correlation of 0.YY with you" — a fully personalized trust signal.

Related event: Researcher Proposes Cryptographically Signed Endorsements to Replace Peer Review(4 posts)→

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